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Compute-Optimal Is Not Cluster-Optimal

yuxin_tang 2026年08月14日 01:40 2 次阅读来源：HackerNews

https://arxiv.org/pdf/2608.10605 : Our new paper folds the systems stage into the scaling-law stage. Price every candidate architecture on what the cluster actually delivers, and the answer changes: the sparsity an MoE 'should' have depends on the cluster you train it on.

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Your AI-generated tests aren't testing your code. They're testing the AI's blind spots.

09-04

A developer producing AI slop without caring about code quality would have done the same with hand written code. He just writes more of it. Your job is to make him care.

09-04

Compute-Optimal Is Not Cluster-Optimal

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Your AI-generated tests aren't testing your code. They're testing the AI's blind spots.

A developer producing AI slop without caring about code quality would have done the same with hand written code. He just writes more of it. Your job is to make him care.